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Information Retrieval

2362 directly classified papers

Papers per year

Papers

Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval EMNLP 2021
Neural Re-rankers for Evidence Retrieval in the FEVEROUS Task EMNLP 2021
FaBULOUS: Fact-checking Based on Understanding of Language Over Unstructured and Structured information EMNLP 2021
The Fact Extraction and VERification Over Unstructured and Structured information (FEVEROUS) Shared Task EMNLP 2021
Cross-language Sentence Selection via Data Augmentation and Rationale Training ACL 2021
What is SemEval evaluating? A Systematic Analysis of Evaluation Campaigns in NLP EMNLP 2021
How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks EMNLP 2021
Attacks against Ranking Algorithms with Text Embeddings: A Case Study on Recruitment Algorithms EMNLP 2021
Don’t Miss the Potential Customers! Retrieving Similar Ads to Improve User Targeting EMNLP 2021
Cross-Modal Retrieval Augmentation for Multi-Modal Classification EMNLP 2021
Simple Entity-Centric Questions Challenge Dense Retrievers EMNLP 2021
Lost in Interpreting: Speech Translation from Source or Interpreter? INTERSPEECH 2021
Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder EMNLP 2021
Condenser: a Pre-training Architecture for Dense Retrieval EMNLP 2021
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling ACL 2021
ESRA: Explainable Scientific Research Assistant ACL 2021
OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics ACL 2021
Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP ACL 2021
A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations ACL 2021
Generation-Augmented Retrieval for Open-Domain Question Answering ACL 2021
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions AAAI 2021
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes ACL 2021
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering ACL 2021
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision ACL 2021
VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words ACL 2021